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Knowledge-Based Topic Model for Multi-Modal Social Event Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 8, 页码: 2098-2110
Authors:  Xue, Feng;  Hong, Richang;  He, Xiangnan;  Wang, Jianwei;  Qian, Shengsheng;  Xu, Changsheng
Favorite  |  View/Download:21/0  |  Submit date:2020/08/31
Analytical models  Knowledge based systems  Social networking (online)  Data mining  Data models  Internet  Knowledge engineering  Knowledge embedding  multi-modal  topic coherence  event classification  
Deep Self-Evolution Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 809-823
Authors:  Chang, Jianlong;  Meng, Gaofeng;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(4817Kb)  |  Favorite  |  View/Download:29/3  |  Submit date:2020/06/02
Task analysis  Unsupervised learning  Training  Clustering methods  Pattern analysis  Clustering  deep self-evolution clustering  self-evolution clustering training  deep unsupervised learning  
Local-Aggregation Graph Networks 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 卷号: 42, 期号: 11, 页码: 2874-2886
Authors:  Jianlong Chang;  Lingfeng Wang;  Gaofeng Meng;  Shiming Xiang;  Chunhong Pan
View  |  Adobe PDF(3090Kb)  |  Favorite  |  View/Download:4/0  |  Submit date:2020/10/20
Local-aggregation function  local-aggregation graph neural network  non-Euclidean structured signal  
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 5737-5752
Authors:  Yang, Wenhan;  Yuan, Ye;  Ren, Wenqi;  Liu, Jiaying;  Scheirer, Walter J.;  Wang, Zhangyang;  Zhang, Taiheng;  Zhong, Qiaoyong;  Xie, Di;  Pu, Shiliang;  Zheng, Yuqiang;  Qu, Yanyun;  Xie, Yuhong;  Chen, Liang;  Li, Zhonghao;  Hong, Chen;  Jiang, Hao;  Yang, Siyuan;  Liu, Yan;  Qu, Xiaochao;  Wan, Pengfei;  Zheng, Shuai;  Zhong, Minhui;  Su, Taiyi;  He, Lingzhi;  Guo, Yandong;  Zhao, Yao;  Zhu, Zhenfeng;  Liang, Jinxiu;  Wang, Jingwen;  Chen, Tianyi;  Quan, Yuhui;  Xu, Yong;  Liu, Bo;  Liu, Xin;  Sun, Qi;  Lin, Tingyu;  Li, Xiaochuan;  Lu, Feng;  Gu, Lin;  Zhou, Shengdi;  Cao, Cong;  Zhang, Shifeng;  Chi, Cheng;  Zhuang, Chubing;  Lei, Zhen;  Li, Stan Z.;  Wang, Shizheng;  Liu, Ruizhe;  Yi, Dong;  Zuo, Zheming;  Chi, Jianning;  Wang, Huan;  Wang, Kai;  Liu, Yixiu;  Gao, Xingyu;  Chen, Zhenyu;  Guo, Chang;  Li, Yongzhou;  Zhong, Huicai;  Huang, Jing;  Guo, Heng;  Yang, Jianfei;  Liao, Wenjuan;  Yang, Jiangang;  Zhou, Liguo;  Feng, Mingyue;  Qin, Likun
Favorite  |  View/Download:17/0  |  Submit date:2020/06/22
Poor visibility environment  object detection  face detection  haze  rain  low-light conditions  
Prediction of clinically relevant Pancreatico-enteric Anastomotic Fistulas after Pancreatoduodenectomy using deep learning of Preoperative Computed Tomography 期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 21, 页码: 9779-9788
Authors:  Mu, Wei;  Liu, Chang;  Gao, Feng;  Qi, Yafei;  Lu, Hong;  Liu, Zaiyi;  Zhang, Xianyi;  Cai, Xiaoli;  Ji, Ruo Yun;  Hou, Yang;  Tian, Jie;  Shi, Yu
Favorite  |  View/Download:9/0  |  Submit date:2020/09/21
Pancreatic fistula  fistula risk score  pancreatoduodenectomy  computed tomography (CT)  deep learning  
Learning graph structure via graph convolutional networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 95, 期号: -, 页码: 308-318
Authors:  Zhang, Qi;  Chang, Jianlong;  Meng, Gaofeng;  Xu, Shibiao;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(2475Kb)  |  Favorite  |  View/Download:56/4  |  Submit date:2019/12/16
Deep learning  Graph convolutional neural networks  Graph structure learning  Changeable kernel sizes  
Autonomous Navigation with Improved Hierarchical Neural Network Based on Deep Reinforcement Learning 会议论文
, 中国 广州, 2019.07.27-2019.07.30
Authors:  Zhang, Haiying;  Qiu, Tenghai;  Li, Shuxiao;  Zhu, Chengfei;  Lan, Xiaosong;  Chang, Hongxing
View  |  Adobe PDF(349Kb)  |  Favorite  |  View/Download:32/6  |  Submit date:2020/06/09
Autonomous Navigation  DDPG  Improved Hierarchical Neural Network  Curriculum Learning  
Deep Representation Learning With Part Loss for Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 6, 页码: 2860-2871
Authors:  Yao, Hantao;  Zhang, Shiliang;  Hong, Richang;  Zhang, Yongdong;  Xu, Changsheng;  Tian, Qi
Favorite  |  View/Download:63/0  |  Submit date:2019/04/23
Person re-identification  representation learning  part lass networks  convolutional neural networks  
Consecutive Feature Network for Object Detection 会议论文
, Changchun, China, August 5-8, 2018
Authors:  Huang,Jiaming;  Lan,Xiaosong;  Li,Shuxiao;  Zhu,Chengfei;  Chang,Hongxing
View  |  Adobe PDF(991Kb)  |  Favorite  |  View/Download:67/12  |  Submit date:2019/05/05
Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 2, 页码: 80-92
Authors:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(789Kb)  |  Favorite  |  View/Download:232/84  |  Submit date:2018/01/16
Visual Occlusion  Recursive Segmentation  Vehicle Classification  Deep Convolutional Neural Network